6–9 Jul 2026
Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Cracow, Poland
Europe/Warsaw timezone

Mellin moments of proton unpolarized GPDs at nonzero skewness from lattice QCD with neural networks

7 Jul 2026, 16:30
30m
Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Cracow, Poland

Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, Cracow, Poland

ul. prof. Stanisława Łojasiewicza 11, 30-348 Cracow, Poland

Speaker

Manuel Colaço (Adam Mickiewicz University)

Description

This talk presents an extraction of Mellin moments of the proton unpolarized generalized parton distributions (GPDs) at nonzero skewness from lattice QCD. The analysis builds on the recent studies of GPDs at nonzero skewness, which, together with the polynomiality relations and short-distance factorization matching, connect the moments to generalized form factors. The present method uses artificial neural networks to parameterize the generalized form factors as functions of the invariant momentum transfer and to determine them from lattice data.

Primary author

Manuel Colaço (Adam Mickiewicz University)

Presentation materials